🏗️ Building on HF

Peter Lodri PRO

PeetPedro

7 2 5

https://mlxquantlovefrom.com

AI & ML interests

BitNet b1.58 Ternary Weight Quantization, Metal GPU SIMD Operators, Sovereign AI Systems

Recent Activity

published an article about 7 hours ago

The third state is real — what a stranger counting zeros taught a 2-bit model

updated a dataset about 9 hours ago

PeetPedro/ultrawhale-dogfood

repliedto their post about 9 hours ago

# 🌌 PeetPedro — Hugging Face Sovereign AI Profile **Identity:** Peter Lodri (`PeetPedro` / `pocok0xRE` / `0xp3t3rl`) **Focus:** BitNet b1.58 Ternary Weight Quantization, Metal GPU SIMD Operators, Sovereign AI Systems --- ## 🚀 Spaces & Models - **[PeetPedro/axiom-quant-demo](https://huggingface.co/spaces/PeetPedro/axiom-quant-demo)**: Live Gradio interactive space demonstrating BitNet b1.58 ternary weight operator algebra and SIMD contractions. --- ## 📊 Datasets & Research Papers - **[PeetPedro/axiom-quant-constellation](https://huggingface.co/datasets/PeetPedro/axiom-quant-constellation)**: Research monograph series PDF, TeX sources, and 7 high-resolution architectural infographics. - **[PeetPedro/ultrawhale-dogfood](https://huggingface.co/datasets/PeetPedro/ultrawhale-dogfood)**: 24.8 MB synthetic Q&A fine-tuning dataset for BitNet b1.58 dogfooding. - **[PeetPedro/kompress-ultra-bitnet-benchmarks](https://huggingface.co/datasets/PeetPedro/kompress-ultra-bitnet-benchmarks)**: Layer-by-layer weight sparsity & SVD energy decay JSON metrics. --- ## 🌐 External Constellation Links - **Public Innovation Portal:** https://portail-vaked-dev.pages.dev/showcase.html - **WASM SIMD Sandbox:** https://portail-vaked-dev.pages.dev/sgc_wasm_demo.html - **Research Monographs:** https://axiomquant.org/ - **GitHub:** https://github.com/peterlodri-sec *the constellation · 0 + 1 · fine touch from within · vaked.dev*

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# 🌌 PeetPedro — Hugging Face Sovereign AI Profile

**Identity:** Peter Lodri (PeetPedro / pocok0xRE / 0xp3t3rl)
**Focus:** BitNet b1.58 Ternary Weight Quantization, Metal GPU SIMD Operators, Sovereign AI Systems

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## 🚀 Spaces & Models
- **[PeetPedro/axiom-quant-demo]( PeetPedro/axiom-quant-demo: Live Gradio interactive space demonstrating BitNet b1.58 ternary weight operator algebra and SIMD contractions.

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## 📊 Datasets & Research Papers
- **[PeetPedro/axiom-quant-constellation]( PeetPedro/axiom-quant-constellation: Research monograph series PDF, TeX sources, and 7 high-resolution architectural infographics.
- **[PeetPedro/ultrawhale-dogfood]( PeetPedro/ultrawhale-dogfood: 24.8 MB synthetic Q&A fine-tuning dataset for BitNet b1.58 dogfooding.
- **[PeetPedro/kompress-ultra-bitnet-benchmarks]( PeetPedro/kompress-ultra-bitnet-benchmarks: Layer-by-layer weight sparsity & SVD energy decay JSON metrics.

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## 🌐 External Constellation Links
- **Public Innovation Portal:** https://portail-vaked-dev.pages.dev/showcase.html
- **WASM SIMD Sandbox:** https://portail-vaked-dev.pages.dev/sgc_wasm_demo.html
- **Research Monographs:** https://axiomquant.org/
- **GitHub:** https://github.com/peterlodri-sec

*the constellation · 0 + 1 · fine touch from within · vaked.dev*